Map of All Stations

General Statistics

Unique Samples, Cruises, and Sites:

n_distinct(year_site) n_distinct(cruise) n_distinct(site) n_distinct(year_season_site)
2493 109 129 7031

Sampling Distribution of Samples:

## Warning in geom_histogram(binwidth = my_binwidth, colour = "black", fill =
## pal[1], : Ignoring unknown parameters: `binwidth`, `bins`, and `pad`

Heatmap of Sampling Intensity

Map of All Stations

Focus on Southern California Bight Spring & Fall

General Statistics

Unique Samples, Cruises, and Sites:

n_distinct(year_site) n_distinct(cruise) n_distinct(site) n_distinct(year_season_site)
1420 49 61 2389

Sampling Distribution of Samples:

Heatmap of Sampling Intensity

Map of All Relevant Stations

Tier 1

n=553 tows x1 seasons

n_distinct(year_season_site) n_distinct(year_site) n_distinct(cruise) n_distinct(site)
553 553 29 33
n_distinct(year_season_site) n_distinct(year_site) n_distinct(cruise) n_distinct(site)
85 85 23 4

Tier 2

n=874 tows x2 seasons

n_distinct(year_season_site) n_distinct(year_site) n_distinct(cruise) n_distinct(site)
1080 683 55 33
n_distinct(year_season_site) n_distinct(year_site) n_distinct(cruise) n_distinct(site)
85 85 23 4

Other explorations

Subset 1 Coastal More Recent

Only Choose Stations East of 120W from 2010-2019

n=529 tows x2 seasons

n_distinct(year_season_site) n_distinct(year_site) n_distinct(cruise) n_distinct(site)
496 325 17 33

Subset 2 Coastal Full Time

Only Choose Coastal Stations 1996-2023

n=921 tows x2 seasons

n_distinct(year_season_site) n_distinct(year_site) n_distinct(cruise) n_distinct(site)
896 537 49 24

Subset 3 Wider Coastal Grid Full Time

Only Choose Coastal Stations 1996-2023

n=782 tows x2 seasons

n_distinct(year_season_site) n_distinct(year_site) n_distinct(cruise) n_distinct(site)
757 468 49 22

Subset 4 Narrow Coastal Grid Full Time

Only Choose Coastal Stations 1996-2023

n=750 tows x2 seasons

n_distinct(year_season_site) n_distinct(year_site) n_distinct(cruise) n_distinct(site)
726 445 48 21

Subset 5 Narrow Southern Coastal Grid Full Time

Only Choose Coastal Stations 1996-2023

n=750 tows x2 seasons

n_distinct(year_season_site) n_distinct(year_site) n_distinct(cruise) n_distinct(site)
744 446 49 20

Subset 6 WCOA Linked Southern Coastal Grid Full Time

Only Choose Coastal Stations 1996-2023

n=1267 tows x2 seasons

n_distinct(year_season_site) n_distinct(year_site) n_distinct(cruise) n_distinct(site)
1230 739 49 33

Subset 7 WCOA Linked Southern Coastal Grid Full Time

Only Choose Coastal Stations 1996-2023

n=780 tows x2 seasons

n_distinct(year_season_site) n_distinct(year_site) n_distinct(cruise) n_distinct(site)
755 460 49 21

Subset 8 NMS + SoCal Fall + Spring

Only Choose Coastal Stations 1996-2023

n=1260 tows x2 seasons

n_distinct(year_season_site) n_distinct(year_site) n_distinct(cruise) n_distinct(site)
1212 770 51 38

2013 Event

n_distinct(year_season_site) n_distinct(year_site) n_distinct(cruise) n_distinct(site)
315 97 4 97 

## # A tibble: 59 × 5
## # Groups:   site, season [59]
##    site     season     n Lat_deg_r Lon_deg_r
##    <chr>    <chr>  <int>     <dbl>     <dbl>
##  1 93.3_100 Fall       1      30.5     -122.
##  2 93.3_100 Spring     1      30.5     -122.
##  3 93.3_100 Summer     1      30.5     -122.
##  4 93.3_100 Winter     1      30.5     -122.
##  5 93.3_110 Fall       1      30.2     -123.
##  6 93.3_110 Spring     1      30.2     -123.
##  7 93.3_110 Summer     1      30.2     -123.
##  8 93.3_110 Winter     1      30.2     -123.
##  9 93.3_120 Fall       1      29.8     -124.
## 10 93.3_120 Summer     1      29.8     -124.
## # ℹ 49 more rows

Subset 9 NMS + 2013 Event + Climate

n=629 tows x2 seasons

n_distinct(year_season_site) n_distinct(year_site) n_distinct(cruise) n_distinct(site)
629 561 32 36
n_distinct(year_season_site) n_distinct(year_site) n_distinct(cruise) n_distinct(site)
85 85 23 4